Dobrovska L.M.

Universal approximation of functions based on Sugeno algorithm for solving the problem of medical diagnostics

This paper highlights various approaches to medical diagnostics by applying the fuzzy inference system based on the Surgeno algorithm when the expert data for automatic description of fuzzy models of rules databases is available. Through experiments conducted, we determine that under specific conditions the fuzzy inference system based on the Surgeno algorithm is the universal approximator of continuous functionals.